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Durum wheat adulteration detection by NIR spectroscopy multivariate calibration
Authors:Cocchi Marina  Durante Caterina  Foca Giorgia  Marchetti Andrea  Tassi Lorenzo  Ulrici Alessandro
Affiliation:

aDipartimento di Chimica, Università di Modena e Reggio Emilia, via Campi 183, 41100 Modena, Italy

bDipartimento di Scienze Agrarie, Università di Modena e Reggio Emilia, via Kennedy 17, 42100 Reggio Emilia, Italy

Abstract:In the present work, we explored the possibility of using near-infrared spectroscopy in order to quantify the degree of adulteration of durum wheat flour with common bread wheat flour. The multivariate calibration techniques adopted to this aim were PLS and a wavelet-based calibration algorithm, recently developed by some of us, called WILMA. Both techniques provided satisfactory results, the percentage of adulterant present in the samples being quantified with an uncertainty lower than that associated to the Italian official method. In particular the WILMA algorithm, by performing feature selection, allowed the signal pretreatment to be avoided and obtaining more parsimonious models.
Keywords:NIR spectroscopy   Multivariate calibration   PLS   WILMA   Wavelet transform   Durum wheat adulteration
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